美团【基座大模型北斗实习】Agent 学习范式与长时程记忆研究
实习兼职核心本地商业-基础研发平台地点:北京 | 上海状态:招聘
工作描述
任职要求 1、计算机、人工智能、数学、统计学、电子信息或相关专业本科高年级、硕士或博士在读; 2、具备扎实的机器学习基础,对以下至少一个方向有较深入理解: - 大语言模型与后训练 - 强化学习 / Online learning / Bandit / Sequence decision making - Agent / Tool use / Planning / Reasoning - 记忆增强模型 / RAG / 长上下文建模 - Reward modeling / Preference learning / PRM / ORM 3、熟悉 Python,具备较强的工程实现能力,能够独立完成实验、调参与结果分析,并具有一定的大模型训练或推理实践经验; 4、具备较强的论文阅读、问题抽象与…
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包括英文材料
机器学习+
https://www.youtube.com/watch?v=0oyDqO8PjIg
Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai.
https://www.youtube.com/watch?v=i_LwzRVP7bg
Learn Machine Learning in a way that is accessible to absolute beginners.
https://www.youtube.com/watch?v=NWONeJKn6kc
Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
https://www.youtube.com/watch?v=PcbuKRNtCUc
Learn about all the most important concepts and terms related to machine learning and AI.
强化学习+
https://cloud.google.com/discover/what-is-reinforcement-learning?hl=en
Reinforcement learning (RL) is a type of machine learning where an "agent" learns optimal behavior through interaction with its environment.
https://huggingface.co/learn/deep-rl-course/unit0/introduction
This course will teach you about Deep Reinforcement Learning from beginner to expert. It’s completely free and open-source!
https://www.kaggle.com/learn/intro-to-game-ai-and-reinforcement-learning
Build your own video game bots, using classic and cutting-edge algorithms.
AI agent+
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
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